Challenges in developing and deploying AI in the engineering, procurement and construction industry

R. Dzhusupova, Jan Bosch, Helena Holmström Olsson

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

7 Citaten (Scopus)

Samenvatting

AI in the Engineering, Procurement and Construction (EPC) industry has not yet a proven track record in large-scale projects. Since AI solutions for industrial applications became available only recently, deployment experience and lessons learned are still to be built up. Several research papers exist describing the potential of AI, and many surveys and white papers have been published indicating the challenges of AI deployment in the EPC industry. However, there is a recognizable shortage of in-depth studies of deployment experience in academic literature, particularly those focusing on the experiences of EPC companies involved in large-scale project execution with high safety standards, such as the petrochemical or energy sector. The novelty of this research is that we explore in detail the challenges and obstacles faced in developing and deploying AI in a large-scale project in the EPC industry based on real-life use cases performed in an EPC company. Those identified challenges are not linked to specific technology or a company's know-how and, therefore, are universal. The findings in this paper aim to provide feedback to academia to reduce the gap between research and practice experience. They also help reveal the hidden stones when implementing AI solutions in the industry.
Originele taal-2Engels
Titel2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1070–1075
Aantal pagina's6
ISBN van elektronische versie978-1-6654-8810-5
DOI's
StatusGepubliceerd - 10 aug. 2022
Extern gepubliceerdJa
Evenement46th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2022 - Virtual, Online, Verenigde Staten van Amerika
Duur: 27 jun. 20221 jul. 2022

Congres

Congres46th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2022
Land/RegioVerenigde Staten van Amerika
StadVirtual, Online
Periode27/06/221/07/22

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